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2020 – today
- 2023
[j10]Sébastien Petit
, Julien Bect, Paul Feliot, Emmanuel Vázquez:
Parameter Selection in Gaussian Process Interpolation: An Empirical Study of Selection Criteria. SIAM/ASA J. Uncertain. Quantification 11(4): 1308-1328 (2023)- [i6]Julien Bect, Niklas Georg, Ulrich Römer, Sebastian Schöps:
Rational kernel-based interpolation for complex-valued frequency response functions. CoRR abs/2307.13484 (2023) - 2022
- [j9]Rémi Stroh, Julien Bect, Séverine Demeyer, Nicolas Fischer, Damien Marquis, Emmanuel Vázquez:
Sequential Design of Multi-Fidelity Computer Experiments: Maximizing the Rate of Stepwise Uncertainty Reduction. Technometrics 64(2): 199-209 (2022) - [i5]Subhasish Basak, Julien Bect, Emmanuel Vázquez:
Integration of bounded monotone functions: Revisiting the nonsequential case, with a focus on unbiased Monte Carlo (randomized) methods. CoRR abs/2203.00423 (2022) - 2021
- [j8]Dario Azzimonti, David Ginsbourger, Clément Chevalier, Julien Bect, Yann Richet:
Adaptive Design of Experiments for Conservative Estimation of Excursion Sets. Technometrics 63(1): 13-26 (2021) - [c10]Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez:
Numerical Issues in Maximum Likelihood Parameter Estimation for Gaussian Process Interpolation. LOD 2021: 116-131 - [i4]Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez:
Numerical issues in maximum likelihood parameter estimation for Gaussian process regression. CoRR abs/2101.09747 (2021)
2010 – 2019
- 2018
- [c9]Paul Feliot, Julien Bect, Emmanuel Vázquez:
User Preferences in Bayesian Multi-objective Optimization: The Expected Weighted Hypervolume Improvement Criterion. LOD 2018: 533-544 - 2017
- [j7]Paul Feliot, Julien Bect, Emmanuel Vázquez:
A Bayesian approach to constrained single- and multi-objective optimization. J. Glob. Optim. 67(1-2): 97-133 (2017) - [j6]Julien Bect, Ling Li, Emmanuel Vázquez:
Bayesian Subset Simulation. SIAM/ASA J. Uncertain. Quantification 5(1): 762-786 (2017) - 2016
- [j5]Dario Azzimonti, Julien Bect, Clément Chevalier, David Ginsbourger:
Quantifying Uncertainties on Excursion Sets Under a Gaussian Random Field Prior. SIAM/ASA J. Uncertain. Quantification 4(1): 850-874 (2016) - 2015
- [c8]Paul Feliot, Julien Bect, Emmanuel Vázquez:
A Bayesian Approach to Constrained Multi-objective Optimization. LION 2015: 256-261 - 2014
- [j4]Clément Chevalier, Julien Bect, David Ginsbourger, Emmanuel Vázquez, Victor Picheny, Yann Richet:
Fast Parallel Kriging-Based Stepwise Uncertainty Reduction With Application to the Identification of an Excursion Set. Technometrics 56(4): 455-465 (2014) - [j3]Alireza Roodaki, Julien Bect, Gilles Fleury:
Relabeling and Summarizing Posterior Distributions in Signal Decomposition Problems When the Number of Components is Unknown. IEEE Trans. Signal Process. 62(16): 4091-4104 (2014) - [i3]Emmanuel Vázquez, Julien Bect:
A new integral loss function for Bayesian optimization. CoRR abs/1408.4622 (2014) - 2013
- [j2]Alireza Roodaki, Julien Bect, Gilles Fleury:
Comments on "Joint Bayesian Model Selection and Estimation of Noisy Sinusoids Via Reversible Jump MCMC". IEEE Trans. Signal Process. 61(14): 3653-3655 (2013) - 2012
- [j1]Julien Bect, David Ginsbourger, Ling Li, Victor Picheny, Emmanuel Vázquez:
Sequential design of computer experiments for the estimation of a probability of failure. Stat. Comput. 22(3): 773-793 (2012) - [c7]Alireza Roodaki, Julien Bect, Gilles Fleury:
Summarizing posterior distributions in signal decomposition problems when the number of components is unknown. ICASSP 2012: 3873-3876 - [c6]Romain Benassi, Julien Bect, Emmanuel Vázquez:
Bayesian Optimization Using Sequential Monte Carlo. LION 2012: 339-342 - 2011
- [c5]Romain Benassi, Julien Bect, Emmanuel Vázquez:
Robust Gaussian Process-Based Global Optimization Using a Fully Bayesian Expected Improvement Criterion. LION 2011: 176-190 - [i2]Emmanuel Vázquez, Julien Bect:
Sequential search based on kriging: convergence analysis of some algorithms. CoRR abs/1111.3866 (2011) - [i1]Romain Benassi, Julien Bect, Emmanuel Vázquez:
Bayesian optimization using sequential Monte Carlo. CoRR abs/1111.4802 (2011) - 2010
- [c4]Alireza Roodaki, Julien Bect, Gilles Fleury:
An empirical Bayes approach for joint Bayesian model selection and estimation of sinusoids via reversible jump MCMC. EUSIPCO 2010: 1048-1052 - [c3]Alireza Roodaki, Julien Bect, Gilles Fleury:
On the joint Bayesian model selection and estimation of sinusoids via Reversible Jump MCMC in low SNR situations. ISSPA 2010: 5-8
2000 – 2009
- 2009
- [c2]Mabrouka El-Guedri, Julien Bect, Christian Lajaunie, Gilles Fleury, Redouane Seraoui, Thomas Garcia, Alexandre Girard:
RJMCMC point process sampler for single sensor source separation: An application to electric load monitoring. EUSIPCO 2009: 1062-1066 - 2004
- [c1]Julien Bect, Laure Blanc-Féraud, Gilles Aubert, Antonin Chambolle:
A l1-Unified Variational Framework for Image Restoration. ECCV (4) 2004: 1-13
Coauthor Index
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